| Number of Variables | 11 |
|---|---|
| Number of Rows | 418 |
| Missing Cells | 414 |
| Missing Cells (%) | 9.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 145.4 KB |
| Average Row Size in Memory | 356.2 B |
| Variable Types |
|
| PassengerId is uniformly distributed | Uniform |
|---|---|
| Age has 86 (20.57%) missing values | Missing |
| Cabin has 327 (78.23%) missing values | Missing |
| Fare is skewed | Skewed |
| Name has a high cardinality: 418 distinct values | High Cardinality |
| Ticket has a high cardinality: 363 distinct values | High Cardinality |
| Cabin has a high cardinality: 76 distinct values | High Cardinality |
| Pclass has constant length 1 | Constant Length |
| SibSp has constant length 1 | Constant Length |
| Parch has constant length 1 | Constant Length |
| Embarked has constant length 1 | Constant Length |
|---|---|
| Name has all distinct values | Unique |
numerical
| Approximate Distinct Count | 418 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6688 |
| Mean | 1100.5 |
| Minimum | 892 |
| Maximum | 1309 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 892 |
|---|---|
| 5-th Percentile | 912.85 |
| Q1 | 996.25 |
| Median | 1100.5 |
| Q3 | 1204.75 |
| 95-th Percentile | 1288.15 |
| Maximum | 1309 |
| Range | 417 |
| IQR | 208.5 |
| Mean | 1100.5 |
|---|---|
| Standard Deviation | 120.8105 |
| Variance | 14595.1667 |
| Sum | 460009 |
| Skewness | 0 |
| Kurtosis | -1.2 |
| Coefficient of Variation | 0.1098 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 27588 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 418 |
categorical
| Approximate Distinct Count | 418 |
|---|---|
| Approximate Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 38658 |
| Mean | 27.4833 |
|---|---|
| Standard Deviation | 9.9712 |
| Median | 25 |
| Minimum | 13 |
| Maximum | 63 |
| 1st row | Kelly, Mr. James |
|---|---|
| 2nd row | Wilkes, Mrs. James... |
| 3rd row | Myles, Mr. Thomas ... |
| 4th row | Wirz, Mr. Albert |
| 5th row | Hirvonen, Mrs. Ale... |
| Count | 9133 |
|---|---|
| Lowercase Letter | 7395 |
| Space Separator | 1309 |
| Uppercase Letter | 1738 |
| Dash Punctuation | 6 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 29146 |
| Mean | 4.7273 |
|---|---|
| Standard Deviation | 0.9632 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 6 |
| 1st row | male |
|---|---|
| 2nd row | female |
| 3rd row | male |
| 4th row | male |
| 5th row | female |
| Count | 1976 |
|---|---|
| Lowercase Letter | 1976 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 79 |
|---|---|
| Approximate Unique (%) | 23.8% |
| Missing | 86 |
| Missing (%) | 20.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5312 |
| Mean | 30.2726 |
| Minimum | 0.17 |
| Maximum | 76 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.17 |
|---|---|
| 5-th Percentile | 8 |
| Q1 | 21 |
| Median | 27 |
| Q3 | 39 |
| 95-th Percentile | 57 |
| Maximum | 76 |
| Range | 75.83 |
| IQR | 18 |
| Mean | 30.2726 |
|---|---|
| Standard Deviation | 14.1812 |
| Variance | 201.1067 |
| Sum | 10050.5 |
| Skewness | 0.4553 |
| Kurtosis | 0.06451 |
| Coefficient of Variation | 0.4685 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 27588 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 418 |
categorical
| Approximate Distinct Count | 8 |
|---|---|
| Approximate Unique (%) | 1.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 27588 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 1 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 418 |
categorical
| Approximate Distinct Count | 363 |
|---|---|
| Approximate Unique (%) | 86.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 30044 |
| Mean | 6.8756 |
|---|---|
| Standard Deviation | 2.8214 |
| Median | 6 |
| Minimum | 3 |
| Maximum | 18 |
| 1st row | 330911 |
|---|---|
| 2nd row | 363272 |
| 3rd row | 240276 |
| 4th row | 315154 |
| 5th row | 3101298 |
| Count | 353 |
|---|---|
| Lowercase Letter | 4 |
| Space Separator | 125 |
| Uppercase Letter | 349 |
| Dash Punctuation | 0 |
| Decimal Number | 2224 |
numerical
| Approximate Distinct Count | 169 |
|---|---|
| Approximate Unique (%) | 40.5% |
| Missing | 1 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6672 |
| Mean | 35.6272 |
| Minimum | 0 |
| Maximum | 512.3292 |
| Zeros | 2 |
| Zeros (%) | 0.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 7.2292 |
| Q1 | 7.8958 |
| Median | 14.4542 |
| Q3 | 31.5 |
| 95-th Percentile | 151.55 |
| Maximum | 512.3292 |
| Range | 512.3292 |
| IQR | 23.6042 |
| Mean | 35.6272 |
|---|---|
| Standard Deviation | 55.9076 |
| Variance | 3125.6571 |
| Sum | 14856.5376 |
| Skewness | 3.6739 |
| Kurtosis | 17.6931 |
| Coefficient of Variation | 1.5692 |
categorical
| Approximate Distinct Count | 76 |
|---|---|
| Approximate Unique (%) | 83.5% |
| Missing | 327 |
| Missing (%) | 78.2% |
| Memory Size | 6286 |
| Mean | 4.0769 |
|---|---|
| Standard Deviation | 2.8489 |
| Median | 3 |
| Minimum | 1 |
| Maximum | 15 |
| 1st row | B45 |
|---|---|
| 2nd row | E31 |
| 3rd row | B57 B59 B63 B66 |
| 4th row | B36 |
| 5th row | A21 |
| Count | 118 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 27 |
| Uppercase Letter | 118 |
| Dash Punctuation | 0 |
| Decimal Number | 226 |
categorical
| Approximate Distinct Count | 3 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 27588 |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | Q |
|---|---|
| 2nd row | S |
| 3rd row | Q |
| 4th row | S |
| 5th row | S |
| Count | 418 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 418 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |